Agile methods for embedded systems development - a literature review and a mapping study. - Matti Kaisti; Ville Rantala; Tapio Mujunen; Sami Hyrynsalmi; Kaisa Könnölä; Tuomas Mäkilä; Teijo Lehtonen (EURASIP J. Embed. Syst., 2013)

Agile Principles in the Embedded System Development. - Matti Kaisti; Tapio Mujunen; Tuomas Mäkilä; Ville Rantala; Teijo Lehtonen (XP, 2014)

Radiometric Resolution Analysis and a Simulation Model. - Matti Kaisti; Miikka Altti; Torsti Poutanen (Remote. Sens., 2016)

Wearable Pressure Sensor Array for Health Monitoring. - Matti Kaisti; Joni Leppänen; Olli Lahdenoja; Pekka Kostiainen; Mikko Pänkäälä; Ulf Meriheinä; Tero Koivisto (CinC, 2017)

Biomedical Signal Quality Assessment via Learning to Rank with an Application to Mechanical Heart Signals. - Olli Lahdenoja; Mojtaba Jafari Tadi; Matti Kaisti; Timo Knuutila; Mikko Pänkäälä; Tero Koivisto (CinC, 2017)

Machine Learning Based Classification of Myocardial Infarction Conditions Using Smartphone-Derived Seismo- and Gyrocardiography. - Saeed Mehrang; Mojtaba Jafari Tadi; Olli Lahdenoja; Matti Kaisti; Tuija Vasankari; Tuomas Kiviniemi; Juhani Airaksinen; Mikko Pänkäälä; Tero Koivisto (CinC, 2018)

A Wearable Sensor Node for Detecting Atrial Fibrillation Using Real-Time Digital Signal Processing. - Tuukka Panula; Tero Hurnanen; Jarno Tuominen; Matti Kaisti; Juho Koskinen; Mikko Pänkäälä; Tero Koivisto (ICECS, 2018)

Atrial Fibrillation Detection Using MEMS Accelerometer Based Bedsensor. - Tero Koivisto; Olli Lahdenoja; Juho Koskinen; Tuukka Panula; Tero Hurnanen; Matti Kaisti; Jere Kinnunen; Pekka Kostiainen; Ulf Meriheinä; Tuija Vasankari; Samuli Jaakkola; Tuomas Kiviniemi; et al. (CinC, 2019)

Head Pulsation Signal Analysis for 3-Axis Head-Worn Accelerometers. - Olli Lahdenoja; Tero Hurnanen; Juho Koskinen; Matti Kaisti; Kim Munck; Samuel Emil Schmidt; Tero Koivisto; Mikko Pänkäälä (CinC, 2019)

An Automated Device for Recording Peripheral Arterial Waveform. - Tuukka Panula; Juuso Blomster; Mikko Pänkäälä; Tero Koivisto; Matti Kaisti (CinC, 2019)

Clinical assessment of a non-invasive wearable MEMS pressure sensor array for monitoring of arterial pulse waveform, heart rate and detection of atrial fibrillation. - Matti Kaisti; Tuukka Panula; Joni Leppänen; Risto Punkkinen; Mojtaba Jafari Tadi; Tuija Vasankari; Samuli Jaakkola; Tuomas Kiviniemi; Juhani Airaksinen; Pekka Kostiainen; Ulf Meriheinä; Tero Koivisto; et al. (npj Digit. Medicine, 2019)

Multi-Wavelength Photoplethysmography Device for the Measurement of Pulse Transit Time in the Skin Microvasculature. - Jukka-Pekka Sirkiä; Tuukka Panula; Matti Kaisti (CinC, 2020)

Detecting Aortic Stenosis Using Seismocardiography and Gryocardiography Combined with Convolutional Neural Networks. - Ismail Elnaggar; Tero Hurnanen; Olli Lahdenoja; Antti Airola; Matti Kaisti; Tuija Vasankari; Jouni Pykäri; Mikko Savontaus; Tero Koivisto (CinC, 2021)

Control Method for Continuous Non-Invasive Arterial Pressure Monitoring using the Non-Pulsatile Component of the PPG Signal. - Tuukka Panula; Jukka-Pekka Sirkiä; Matti Kaisti (CinC, 2021)

The Effects of External Pressure on Multi-Wavelength Photoplethysmography Signals. - Jukka-Pekka Sirkiä; Tuukka Panula; Matti Kaisti (CinC, 2021)

Miniaturization of a Finger-Worn Blood Pressure Instrument. - Tuukka Panula; Jukka-Pekka Sirkiä; Matti Kaisti (EMBC, 2021)

Training neural networks with synthetic electrocardiograms. - Matti Kaisti; Juho Laitala; Antti Airola (CoRR, 2021)

Multichannel Bed Based Ballistocardiography Heart Rate Estimation Using Continuous Wavelet Transforms and Autocorrelation. - Ismail Elnaggar; Tero Hurnanen; Jonas Sandelin; Olli Lahdenoja; Antti Airola; Matti Kaisti; Tero Koivisto (CinC, 2022)

Cardiac Time Intervals Derived from Electrocardiography and Seismocardiography in Different Patient Groups. - Ismail Elnaggar; Jouni Pykäri; Tero Hurnanen; Olli Lahdenoja; Antti Airola; Matti Kaisti; Tuija Vasankari; Mikko Savontaus; Tero Koivisto (CinC, 2022)

Two-stage Classification for Detecting Murmurs from Phonocardiograms Using Deep and Expert Features. - Sara Summerton; Danny Wood; Darcy Murphy; Oliver C. Redfern; Matt Benatan; Matti Kaisti; David C. Wong 004 (CinC, 2022)

Mechanocardiograms with ECG reference. - Matti Kaisti; Mojtaba Jafari Tadi; Olli Lahdenoja; Tero Hurnanen; Mikko Pänkäälä; Tero Koivisto (IEEE DataPort, 2022)

Enhancing the Reliability of Wearable Cardiac Monitoring using Accelerometer Activity Data. - Katri Karhinoja; Tuukka Panula; Tuija Leinonen; Antti Airola; Sari Stenholm; Matti Kaisti (BSN, 2023)

Method for measuring jugular venous pulse with a miniature gyroscope sensor patch. - Katri Karhinoja; Jukka-Pekka Sirkiä; Tuukka Panula; Matti Kaisti; Tero Koivisto; Mikko Pänkäälä (EMBC, 2023)

Personalization of Affective Models to Enable Neuropsychiatric Digital Precision Health Interventions: A Feasibility Study. - Ali Kargarandehkordi; Matti Kaisti; Peter Washington 001 (CoRR, 2023)

Continuous Blood Pressure Monitoring Using Nonpulsatile Photoplethysmographic Components for Low-Frequency Vascular Unloading. - Tuukka Panula; Jukka-Pekka Sirkiä; Matti Kaisti (IEEE Trans. Instrum. Meas., 2023)

Tonometric Multi-Wavelength Photoplethysmography for Studying the Cutaneous Microvasculature of the Fingertip. - Jukka-Pekka Sirkiä; Tuukka Panula; Matti Kaisti (IEEE Trans. Instrum. Meas., 2023)

Domain randomization using synthetic electrocardiograms for training neural networks. - Matti Kaisti; Juho Laitala; David Wong 001; Antti Airola (Artif. Intell. Medicine, 2023)

Low-Cost Tissue Oximetry Using Discrete Light-Emitting Diodes. - Tuukka Panula; Inka Mustajoki; Katri Karhinoja; Maria Kjellman; Jukka-Pekka Sirkiä; Matti Kaisti (I2MTC, 2024)

Toward Automatic Cardiovascular and Respiratory Assessment Using Automatic 6-Minute Walking Test. - Katri Karhinoja; Tuukka Panula; Matti Kaisti (IEEE SENSORS, 2024)

Empirical investigation of multi-source cross-validation in clinical ECG classification. - Tuija Leinonen; David Wong 001; Antti Vasankari; Ali Wahab; Ramesh Nadarajah; Matti Kaisti; Antti Airola (Comput. Biol. Medicine, 2024)

Empirical investigation of multi-source cross-validation in clinical machine learning. - Tuija Leinonen; David Wong 001; Ali Wahab; Ramesh Nadarajah; Matti Kaisti; Antti Airola (CoRR, 2024)

Flexible framework for generating synthetic electrocardiograms and photoplethysmograms. - Katri Karhinoja; Antti Vasankari; Jukka-Pekka Sirkiä; Antti Airola; David Wong 001; Matti Kaisti (CoRR, 2024)

Wearable edge machine learning with synthetic photoplethysmograms. - Jukka-Pekka Sirkiä; Tuukka Panula; Matti Kaisti (Expert Syst. Appl., 2024)